


"""simple docstring"""






import re
import tempfile
from pathlib import Path

import pytest
import yaml

from datasets.utils.readme import ReadMe


# @pytest.fixture
# def example_yaml_structure():

_lowerCAmelCase							:    Optional[Any]					   =	yaml.safe_load(
    '''\
name: ""
allow_empty: false
allow_empty_text: true
subsections:
  - name: "Dataset Card for X" # First-level markdown heading
    allow_empty: false
    allow_empty_text: true
    subsections:
      - name: "Table of Contents"
        allow_empty: false
        allow_empty_text: false
        subsections: null
      - name: "Dataset Description"
        allow_empty: false
        allow_empty_text: false
        subsections:
          - name: "Dataset Summary"
            allow_empty: false
            allow_empty_text: false
            subsections: null
          - name: "Supported Tasks and Leaderboards"
            allow_empty: true
            allow_empty_text: true
            subsections: null
          - name: Languages
            allow_empty: false
            allow_empty_text: true
            subsections: null
'''
)


_lowerCAmelCase							:    Any					   =	{
    '''name''': '''root''',
    '''text''': '''''',
    '''is_empty_text''': True,
    '''subsections''': [
        {
            '''name''': '''Dataset Card for My Dataset''',
            '''text''': '''''',
            '''is_empty_text''': True,
            '''subsections''': [
                {'''name''': '''Table of Contents''', '''text''': '''Some text here.''', '''is_empty_text''': False, '''subsections''': []},
                {
                    '''name''': '''Dataset Description''',
                    '''text''': '''Some text here.''',
                    '''is_empty_text''': False,
                    '''subsections''': [
                        {
                            '''name''': '''Dataset Summary''',
                            '''text''': '''Some text here.''',
                            '''is_empty_text''': False,
                            '''subsections''': [],
                        },
                        {
                            '''name''': '''Supported Tasks and Leaderboards''',
                            '''text''': '''''',
                            '''is_empty_text''': True,
                            '''subsections''': [],
                        },
                        {'''name''': '''Languages''', '''text''': '''Language Text''', '''is_empty_text''': False, '''subsections''': []},
                    ],
                },
            ],
        }
    ],
}


_lowerCAmelCase							:    str					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''


_lowerCAmelCase							:    List[Any]					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
#### Extra Ignored Subsection
### Supported Tasks and Leaderboards
### Languages
Language Text
'''

_lowerCAmelCase							:    List[str]					   =	{
    '''name''': '''root''',
    '''text''': '''''',
    '''is_empty_text''': True,
    '''subsections''': [
        {
            '''name''': '''Dataset Card for My Dataset''',
            '''text''': '''''',
            '''is_empty_text''': True,
            '''subsections''': [
                {'''name''': '''Table of Contents''', '''text''': '''Some text here.''', '''is_empty_text''': False, '''subsections''': []},
                {
                    '''name''': '''Dataset Description''',
                    '''text''': '''Some text here.''',
                    '''is_empty_text''': False,
                    '''subsections''': [
                        {
                            '''name''': '''Dataset Summary''',
                            '''text''': '''Some text here.''',
                            '''is_empty_text''': False,
                            '''subsections''': [
                                {
                                    '''name''': '''Extra Ignored Subsection''',
                                    '''text''': '''''',
                                    '''is_empty_text''': True,
                                    '''subsections''': [],
                                }
                            ],
                        },
                        {
                            '''name''': '''Supported Tasks and Leaderboards''',
                            '''text''': '''''',
                            '''is_empty_text''': True,
                            '''subsections''': [],
                        },
                        {'''name''': '''Languages''', '''text''': '''Language Text''', '''is_empty_text''': False, '''subsections''': []},
                    ],
                },
            ],
        }
    ],
}

_lowerCAmelCase							:    Dict					   =	'''\
---
---
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''

_lowerCAmelCase							:    Any					   =	(
    '''The following issues were found for the README at `{path}`:\n-\tEmpty YAML markers are present in the README.'''
)

_lowerCAmelCase							:    Any					   =	'''\
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''

_lowerCAmelCase							:    int					   =	(
    '''The following issues were found for the README at `{path}`:\n-\tNo YAML markers are present in the README.'''
)

_lowerCAmelCase							:    List[str]					   =	'''\
---
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''

_lowerCAmelCase							:    Optional[int]					   =	'''The following issues were found for the README at `{path}`:\n-\tOnly the start of YAML tags present in the README.'''

_lowerCAmelCase							:    Dict					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
### Supported Tasks and Leaderboards
### Languages
Language Text
'''
_lowerCAmelCase							:    Optional[Any]					   =	'''The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Dataset Summary` but it is empty.\n-\tExpected some text in section `Dataset Summary` but it is empty (text in subsections are ignored).'''


_lowerCAmelCase							:    List[Any]					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
'''
_lowerCAmelCase							:    str					   =	'''The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Dataset Card for My Dataset` but it is empty.\n-\tSection `Dataset Card for My Dataset` expected the following subsections: `Table of Contents`, `Dataset Description`. Found \'None\'.'''

_lowerCAmelCase							:    List[str]					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Languages
Language Text
'''

_lowerCAmelCase							:    List[Any]					   =	'''The following issues were found for the README at `{path}`:\n-\tSection `Dataset Description` is missing subsection: `Supported Tasks and Leaderboards`.'''


_lowerCAmelCase							:    List[str]					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
'''

_lowerCAmelCase							:    List[Any]					   =	'''The following issues were found for the README at `{path}`:\n-\tExpected some content in section `Languages` but it is empty.'''

_lowerCAmelCase							:    Optional[int]					   =	'''\
---
language:
- zh
- en
---

## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''
_lowerCAmelCase							:    Optional[Any]					   =	'''The following issues were found for the README at `{path}`:\n-\tThe README has no first-level headings. One heading is expected. Skipping further validation for this README.'''

_lowerCAmelCase							:    List[str]					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
# Dataset Card My Dataset
'''

_lowerCAmelCase							:    Dict					   =	'''The following issues were found for the README at `{path}`:\n-\tThe README has several first-level headings: `Dataset Card for My Dataset`, `Dataset Card My Dataset`. Only one heading is expected. Skipping further validation for this README.'''

_lowerCAmelCase							:    Any					   =	'''\
---
language:
- zh
- en
---

# Dataset Card My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''

_lowerCAmelCase							:    Optional[Any]					   =	'''The following issues were found for the README at `{path}`:\n-\tNo first-level heading starting with `Dataset Card for` found in README. Skipping further validation for this README.'''

_lowerCAmelCase							:    str					   =	''''''

_lowerCAmelCase							:    List[Any]					   =	'''The following issues were found for the README at `{path}`:\n-\tThe README has no first-level headings. One heading is expected. Skipping further validation for this README.\n-\tNo YAML markers are present in the README.'''

_lowerCAmelCase							:    str					   =	'''\
---
language:
- zh
- en
---

# Dataset Card for My Dataset
# Dataset Card for My Dataset
## Table of Contents
Some text here.
## Dataset Description
Some text here.
### Dataset Summary
Some text here.
### Supported Tasks and Leaderboards
### Languages
Language Text
'''

_lowerCAmelCase							:    Optional[Any]					   =	'''The following issues were found while parsing the README at `{path}`:\n-\tMultiple sections with the same heading `Dataset Card for My Dataset` have been found. Please keep only one of these sections.'''







@pytest.mark.parametrize(
    "readme_md, expected_dict"			,		[
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     Any:
   '''simple docstring'''





   assert ReadMe.from_string(_lowerCamelCase			,		_lowerCamelCase       ).to_dict() == expected_dict







@pytest.mark.parametrize(
    "readme_md, expected_error"			,		[
        (README_NO_YAML, EXPECTED_ERROR_README_NO_YAML),
        (README_EMPTY_YAML, EXPECTED_ERROR_README_EMPTY_YAML),
        (README_INCORRECT_YAML, EXPECTED_ERROR_README_INCORRECT_YAML),
        (README_EMPTY, EXPECTED_ERROR_README_EMPTY),
        (README_NONE_SUBSECTION, EXPECTED_ERROR_README_NONE_SUBSECTION),
        (README_MISSING_FIRST_LEVEL, EXPECTED_ERROR_README_MISSING_FIRST_LEVEL),
        (README_MISSING_SUBSECTION, EXPECTED_ERROR_README_MISSING_SUBSECTION),
        (README_MISSING_TEXT, EXPECTED_ERROR_README_MISSING_TEXT),
        (README_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_WRONG_FIRST_LEVEL),
        (README_MULTIPLE_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_MULTIPLE_WRONG_FIRST_LEVEL),
        (README_MISSING_CONTENT, EXPECTED_ERROR_README_MISSING_CONTENT),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     Union[str, Any]:
   '''simple docstring'''





   with pytest.raises(_lowerCamelCase			,		match=re.escape(expected_error.format(path="root"       )       )       ):
      _lowerCamelCase   :				Optional[int]							=     ReadMe.from_string(_lowerCamelCase			,		_lowerCamelCase       )
      readme.validate()







@pytest.mark.parametrize(
    "readme_md, expected_error"			,		[
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     int:
   '''simple docstring'''





   with pytest.raises(_lowerCamelCase			,		match=re.escape(expected_error.format(path="root"       )       )       ):
      ReadMe.from_string(_lowerCamelCase			,		_lowerCamelCase       )







@pytest.mark.parametrize(
    "readme_md,"			,		[
        (README_MULTIPLE_SAME_HEADING_1),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase       )    ->     Union[str, Any]:
   '''simple docstring'''





   ReadMe.from_string(_lowerCamelCase			,		_lowerCamelCase			,		suppress_parsing_errors=_lowerCamelCase       )







@pytest.mark.parametrize(
    "readme_md, expected_dict"			,		[
        (README_CORRECT, CORRECT_DICT),
        (README_CORRECT_FOUR_LEVEL, CORRECT_DICT_FOUR_LEVEL),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     Union[str, Any]:
   '''simple docstring'''





   with tempfile.TemporaryDirectory() as tmp_dir:
      _lowerCamelCase   :				List[str]							=     Path(_lowerCamelCase       ) / "README.md"
      with open(_lowerCamelCase			,		"w+"       ) as readme_file:
         readme_file.write(_lowerCamelCase       )
      _lowerCamelCase   :				int							=     ReadMe.from_readme(_lowerCamelCase			,		_lowerCamelCase       ).to_dict()
      assert out["name"] == path
      assert out["text"] == ""
      assert out["is_empty_text"]
      assert out["subsections"] == expected_dict["subsections"]







@pytest.mark.parametrize(
    "readme_md, expected_error"			,		[
        (README_NO_YAML, EXPECTED_ERROR_README_NO_YAML),
        (README_EMPTY_YAML, EXPECTED_ERROR_README_EMPTY_YAML),
        (README_INCORRECT_YAML, EXPECTED_ERROR_README_INCORRECT_YAML),
        (README_EMPTY, EXPECTED_ERROR_README_EMPTY),
        (README_NONE_SUBSECTION, EXPECTED_ERROR_README_NONE_SUBSECTION),
        (README_MISSING_FIRST_LEVEL, EXPECTED_ERROR_README_MISSING_FIRST_LEVEL),
        (README_MISSING_SUBSECTION, EXPECTED_ERROR_README_MISSING_SUBSECTION),
        (README_MISSING_TEXT, EXPECTED_ERROR_README_MISSING_TEXT),
        (README_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_WRONG_FIRST_LEVEL),
        (README_MULTIPLE_WRONG_FIRST_LEVEL, EXPECTED_ERROR_README_MULTIPLE_WRONG_FIRST_LEVEL),
        (README_MISSING_CONTENT, EXPECTED_ERROR_README_MISSING_CONTENT),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     Tuple:
   '''simple docstring'''





   with tempfile.TemporaryDirectory() as tmp_dir:
      _lowerCamelCase   :				List[str]							=     Path(_lowerCamelCase       ) / "README.md"
      with open(_lowerCamelCase			,		"w+"       ) as readme_file:
         readme_file.write(_lowerCamelCase       )
      _lowerCamelCase   :				str							=     expected_error.format(path=_lowerCamelCase       )
      with pytest.raises(_lowerCamelCase			,		match=re.escape(_lowerCamelCase       )       ):
         _lowerCamelCase   :				List[str]							=     ReadMe.from_readme(_lowerCamelCase			,		_lowerCamelCase       )
         readme.validate()







@pytest.mark.parametrize(
    "readme_md, expected_error"			,		[
        (README_MULTIPLE_SAME_HEADING_1, EXPECTED_ERROR_README_MULTIPLE_SAME_HEADING_1),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     List[str]:
   '''simple docstring'''





   with tempfile.TemporaryDirectory() as tmp_dir:
      _lowerCamelCase   :				str							=     Path(_lowerCamelCase       ) / "README.md"
      with open(_lowerCamelCase			,		"w+"       ) as readme_file:
         readme_file.write(_lowerCamelCase       )
      _lowerCamelCase   :				Optional[int]							=     expected_error.format(path=_lowerCamelCase       )
      with pytest.raises(_lowerCamelCase			,		match=re.escape(_lowerCamelCase       )       ):
         ReadMe.from_readme(_lowerCamelCase			,		_lowerCamelCase       )







@pytest.mark.parametrize(
    "readme_md,"			,		[
        (README_MULTIPLE_SAME_HEADING_1),
    ]			,		)
def        lowerCamelCase_(		_lowerCamelCase       )    ->     str:
   '''simple docstring'''





   with tempfile.TemporaryDirectory() as tmp_dir:
      _lowerCamelCase   :				Any							=     Path(_lowerCamelCase       ) / "README.md"
      with open(_lowerCamelCase			,		"w+"       ) as readme_file:
         readme_file.write(_lowerCamelCase       )
      ReadMe.from_readme(_lowerCamelCase			,		_lowerCamelCase			,		suppress_parsing_errors=_lowerCamelCase       )




'''simple docstring'''

from __future__ import annotations






def 				a  (     UpperCamelCase_    :    list[int]      ,					UpperCamelCase_    :    list[int]      ,					UpperCamelCase_    :    int			)       ->	tuple[float, list[float]]:
		snake_case__	     =list(range(len(UpperCamelCase_			)			)			)
		snake_case__	     =[v / w for v, w in zip(UpperCamelCase_      ,					UpperCamelCase_			)]
		index.sort(key=lambda UpperCamelCase_			: ratio[i]      ,					reverse=UpperCamelCase_			)

		snake_case__	     =0
		snake_case__	     =[0] * len(UpperCamelCase_			)
		for i in index:
				if weight[i] <= capacity:
						snake_case__	     =1
						max_value += value[i]
						capacity -= weight[i]
				else:
						snake_case__	     =capacity / weight[i]
						max_value += value[i] * capacity / weight[i]
						break

		return max_value, fractions


if __name__ == "__main__":
			import doctest

			doctest.testmod()




